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By elastic

observability-llm-obs

elastic3.5k installs

Find why your AI agent is slow from Elastic traces.

What it does

Answers questions about LLM performance, token usage, measured costs, response quality, and agent workflows using telemetry ingested into Elastic.

When to use it

Use for questions about LLM monitoring, token spend, model latency, prompt or guardrail failures, and agent tool-call chains.

How to use it

Give it a question about LLM or agent behavior; it returns a conclusion based on Elastic telemetry or evidence supplied in the question.

Uses

Latest review

What you need · 4

Cluster queries require CLI version 0.2 or later with es and kb support; supplied evidence can be analyzed without cluster access.

Cluster queries require Elasticsearch 8.11+ or Serverless holding LLM telemetry from APM/OTLP traces or an Elastic LLM integration.


Access · 2

This skill

Elasticsearch

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Reads your LLM telemetry

Kibana

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Reads related alerts and SLOs